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R0050 — Journalism and Other Truth-Seeking Disciplines

Mode: Query · Status: Active · Tags: methodology, journalism, evidence-evaluation, fact-checking

Input

  1. Does any journalistic fact-checking framework include a hierarchical evidence quality scale, calibrated uncertainty language, structured bias assessment domains, or formal source reliability tiering? Search across IFCN, PolitiFact, NewsGuard, SPJ, BBC Editorial Guidelines, Bellingcat, and any other published fact-checking or verification methodologies.
  2. Beyond intelligence analysis and science, which other disciplines have formal truth-seeking methodologies that include structured evidence evaluation? Search across: legal standards of proof, auditing standards (PCAOB, GAAS), epidemiology (Bradford Hill criteria), medical diagnosis (OCEBM, CASP), engineering safety analysis (FMEA, FTA), historical source criticism, and information literacy frameworks (SIFT, CRAAP). For each, identify whether it contributes concepts not already captured by ICD 203, GRADE, PRISMA, Cochrane, Chamberlin/Platt, ROBIS, or NAS.
  3. Has the Wardle and Derakhshan Information Disorder Taxonomy (misinformation, disinformation, malinformation) been integrated into any formal research or fact-checking methodology as a structured classification tool, or does it remain a conceptual framework without procedural implementation?

Runs

2026-03-31-02 — Rerun with unified prompt

Mode: Query · Queries: 3 · Prompt: research.md v1.1.0 · Model: Claude Opus 4.6 (1M context)

No journalistic framework includes all four structural features; NewsGuard and PolitiFact come closest. Five of eight disciplines contribute novel concepts beyond the nine reference frameworks. Wardle/Derakhshan taxonomy remains conceptual vocabulary without procedural implementation.

2026-03-31 — Initial investigation

Mode: Query · Queries: 3 · Prompt: query.md v1.0.0 · Model: Claude Opus 4.6 (1M context)

Journalism relies on principle-based editorial judgment, not formalized frameworks. Three of seven disciplines contribute novel concepts (legal evidence law, FMEA, source criticism). Wardle/Derakhshan taxonomy remains vocabulary, not procedure.